Trait

ai.h2o.sparkling.ml.params

H2OCommonParams

Related Doc: package params

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trait H2OCommonParams extends H2OMOJOAlgoSharedParams

This trait contains parameters that are shared across all algorithms.

Linear Supertypes
H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoCommonParams, H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAlgoUnsupervisedParams, H2OAlgorithm, H2OAutoML, H2OAutoMLParams, H2OCommonSupervisedParams, H2OCommonUnsupervisedParams, H2ODRF, H2ODRFParams, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OGLM, H2OGLMParams, H2OKMeans, H2OKMeansParams, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostParams
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Inherited
  1. H2OCommonParams
  2. H2OMOJOAlgoSharedParams
  3. Logging
  4. Logging
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Visibility
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract def getExcludedCols(): Seq[String]

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    Attributes
    protected

  3. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): H2OCommonParams.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected

  9. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  10. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  13. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  20. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  21. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  22. final val foldCol: NullableStringParam

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    Attributes
    protected

  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  24. def getAllStringColumnsToCategorical(): Boolean

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    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  25. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  26. def getColumnsToCategorical(): Array[String]

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  27. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  28. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  29. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  30. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  31. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  32. def getFoldCol(): String

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  33. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  34. def getNfolds(): Int

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  35. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  36. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  37. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  38. def getSeed(): Long

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  39. def getSplitRatio(): Double

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  40. def getWeightCol(): String

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  41. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  42. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  43. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  44. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  45. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  46. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  48. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  49. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  50. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  51. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  52. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Definition Classes
    Logging

  54. def logDebug(msg: ⇒ String): Unit

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    Attributes
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    Logging

  55. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Definition Classes
    Logging

  56. def logError(msg: ⇒ String): Unit

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    Logging

  57. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Definition Classes
    Logging

  58. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  59. def logName: String

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    Definition Classes
    Logging

  60. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  61. def logTrace(msg: ⇒ String): Unit

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    Definition Classes
    Logging

  62. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  63. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  64. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  65. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  66. final val nfolds: IntParam

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    Attributes
    protected

  67. final def notify(): Unit

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    Definition Classes
    AnyRef

  68. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  69. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  70. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  71. final val seed: LongParam

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    Attributes
    protected

  72. final def set(paramPair: ParamPair[_]): H2OCommonParams.this.type

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    Attributes
    protected
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    Params

  73. final def set(param: String, value: Any): H2OCommonParams.this.type

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    Params

  74. final def set[T](param: Param[T], value: T): H2OCommonParams.this.type

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    Definition Classes
    Params

  75. def setAllStringColumnsToCategorical(value: Boolean): H2OCommonParams.this.type

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    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  76. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OCommonParams.this.type

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  77. def setColumnsToCategorical(columns: Array[String]): H2OCommonParams.this.type

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  78. def setColumnsToCategorical(first: String, others: String*): H2OCommonParams.this.type

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  79. def setConvertInvalidNumbersToNa(value: Boolean): H2OCommonParams.this.type

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  80. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OCommonParams.this.type

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  81. final def setDefault(paramPairs: ParamPair[_]*): H2OCommonParams.this.type

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    Params

  82. final def setDefault[T](param: Param[T], value: T): H2OCommonParams.this.type

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    Params

  83. def setDetailedPredictionCol(columnName: String): H2OCommonParams.this.type

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  84. def setFeaturesCol(first: String): H2OCommonParams.this.type

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  85. def setFeaturesCols(columnNames: ArrayList[String]): H2OCommonParams.this.type

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  86. def setFeaturesCols(columnNames: Array[String]): H2OCommonParams.this.type

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  87. def setFeaturesCols(first: String, others: String*): H2OCommonParams.this.type

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  88. def setFoldCol(columnName: String): H2OCommonParams.this.type

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  89. def setNamedMojoOutputColumns(value: Boolean): H2OCommonParams.this.type

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  90. def setNfolds(value: Int): H2OCommonParams.this.type

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  91. def setPredictionCol(columnName: String): H2OCommonParams.this.type

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  92. def setSeed(value: Long): H2OCommonParams.this.type

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  93. def setSplitRatio(ratio: Double): H2OCommonParams.this.type

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  94. def setWeightCol(columnName: String): H2OCommonParams.this.type

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  95. def setWithContributions(enabled: Boolean): H2OCommonParams.this.type

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  96. def setWithDetailedPredictionCol(enabled: Boolean): H2OCommonParams.this.type

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  97. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  98. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  99. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  100. final def wait(): Unit

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    Annotations
    @throws( ... )

  101. final def wait(arg0: Long, arg1: Int): Unit

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    Annotations
    @throws( ... )

  102. final def wait(arg0: Long): Unit

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    Annotations
    @throws( ... )

  103. final val weightCol: NullableStringParam

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    Attributes
    protected

  104. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  105. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped